18 часов назад
Senior Staff Data Scientist (Consumer Experimentation)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Staff Data Scientist (Consumer Experimentation): Leading the development of advanced experimentation methodologies and causal inference frameworks to optimize user connection and content delivery. Focus on solving network effects, spillover, and interference in a complex social network environment.
Location: Remote (Ontario, Canada)
Company
is a community-driven platform facilitating authentic conversations across 100,000+ active communities.
What you will do
- Serve as the technical authority on experimentation methodology across the Consumer organization, setting standards for design and analysis.
- Solve high-complexity problems including spillover, network effects, and two-sided experimentation.
- Develop advanced causal inference methods for non-randomized settings, such as synthetic control and switchback experiments.
- Build and scale self-serve experimentation tools and platforms to increase velocity across product and engineering teams.
- Influence long-term product strategy by translating rigorous experimental results into actionable recommendations for leadership.
- Mentor data scientists on causal reasoning, statistical rigor, and experimentation best practices.
Requirements
- Ph.D. in Statistics, Econometrics, Computer Science, or related field, or M.S. with equivalent expertise.
- 8+ years (for Ph.D.) or 12+ years (for M.S.) of industry experience in applied science or experimentation roles.
- Deep expertise in causal inference, including network interference, spillovers, and cluster randomization.
- Strong theoretical grounding in power analysis, variance reduction, and sequential testing.
- Expert knowledge of SQL and proficiency in R and/or Python.
- Must be based in Ontario, Canada.
Nice to have
- Published research in network experimentation or marketplace causal inference.
- Familiarity with Bayesian experimental methods, bandit algorithms, or adaptive designs.
- Experience with user-generated content platforms and community-level dynamics.
Culture & Benefits
- Comprehensive medical benefits and Health Care Spending Account.
- Registered Retirement Savings Plan (RRSP) with matching contributions.
- Flexible vacation and paid volunteer time off.
- Generous paid parental leave and family planning support.
- Mental health, coaching, and gender-affirming care benefits.
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